Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "65"
csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 65 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 110 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_
Found 108 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
            antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
        else:
            antnum = int(row['Ant'])
        if antnum != int(antenna):
            continue
        
        if np.issubdtype(type(row['Node']), np.integer):
            row['Node'] = str(row['Node'])
        if type(row['Node']) == str and row['Node'].isnumeric():
            row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 65, Node N03:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459927 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.825217 0.846154 0.351720 0.745429 -0.175418 5.720140 0.836820 1.087787 0.5871 0.5952 0.3509 nan nan
2459926 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.253170 1.639118 0.428415 0.695280 0.675253 1.333293 0.306274 0.887794 0.7879 0.8127 0.2050 nan nan
2459925 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.840577 1.116124 0.367598 0.868103 3.731506 2.163715 1.224208 1.099563 0.7436 0.7360 0.2491 nan nan
2459924 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.669171 1.364475 0.530175 0.751432 1.191548 1.712610 1.116709 0.891483 0.6601 0.6847 0.3871 nan nan
2459923 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.308993 1.122285 0.203234 0.967926 1.194674 1.283467 0.207584 0.880395 0.6995 0.7193 0.3560 nan nan
2459922 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.289698 0.594543 -0.202759 0.550884 0.934249 1.224077 0.591677 0.472531 0.6517 0.6787 0.4114 nan nan
2459921 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.003701 0.286958 -0.249955 0.884507 1.868908 2.212875 2.663047 1.211415 0.6707 0.6883 0.4071 nan nan
2459920 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.172203 0.140099 0.079161 0.729369 -0.050187 1.453915 2.282725 1.396807 0.6455 0.6675 0.4218 nan nan
2459919 digital_ok 0.00% 65.73% 65.73% 0.00% - - 0.311510 0.115169 0.284861 0.735402 0.305950 1.963953 3.593810 1.843763 0.2817 0.2878 0.1814 nan nan
2459918 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.525650 0.839921 0.183648 0.593699 0.052759 0.591209 1.944828 0.427866 0.6600 0.6807 0.4055 nan nan
2459917 digital_ok 100.00% 0.00% 0.00% 0.00% - - 0.546306 0.592859 0.285727 0.864900 4.781333 3.163625 4.404884 2.532736 0.6940 0.7205 0.4625 nan nan
2459916 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.484848 0.848961 0.358138 0.640969 0.462770 1.315482 0.904829 1.352112 0.6578 0.6824 0.4113 nan nan
2459915 digital_ok 0.00% 0.00% 0.00% 0.00% - - -0.146877 0.060207 0.323132 0.703685 0.767114 1.042693 1.814796 0.691943 0.6938 0.7101 0.3622 nan nan
2459914 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.298682 0.799012 0.135299 0.708272 0.271732 1.147283 0.866229 0.622349 0.7180 0.7372 0.3111 nan nan
2459913 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.576801 1.372932 0.001874 0.709025 0.334193 1.746003 0.344003 -0.246139 0.6735 0.6836 0.4089 nan nan
2459912 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.227388 0.865829 -0.058896 0.818404 1.097112 1.437262 -0.076659 0.149285 0.6484 0.6806 0.4165 nan nan
2459911 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.264227 1.063696 0.103378 0.681397 0.503678 1.590988 0.186082 -0.361258 0.6516 0.6823 0.4219 nan nan
2459910 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.261196 1.111379 0.121835 0.614772 0.665081 1.961963 0.012374 0.119566 0.6560 0.6849 0.4183 nan nan
2459909 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.031289 0.808216 0.091109 0.621602 0.767695 1.241859 1.546084 1.397131 0.6484 0.6808 0.4186 nan nan
2459908 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.318025 1.256902 0.149445 0.674227 0.815256 1.342618 1.135706 1.514399 0.6558 0.6905 0.4149 nan nan
2459907 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.339192 1.050371 0.083764 0.653953 0.752101 1.069036 0.683686 0.665295 0.6552 0.6885 0.4138 nan nan
2459906 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.215023 0.933847 -0.008144 0.576201 0.267203 1.562723 0.157442 0.925397 0.6475 0.6828 0.4147 nan nan
2459905 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.493719 1.071535 0.081144 0.577014 1.977475 2.938391 3.292394 1.019975 0.6229 0.6658 0.4365 nan nan
2459904 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.377282 0.942548 0.116613 0.734075 0.877214 2.309667 0.018221 0.446512 0.6266 0.6631 0.4297 nan nan
2459903 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.257645 0.998951 0.205461 0.676799 0.761043 1.044757 -0.016573 1.315566 0.6286 0.6653 0.4365 nan nan
2459902 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.284767 1.241460 0.190146 0.496009 0.716285 0.916792 1.560293 1.503202 0.6347 0.6671 0.4261 nan nan
2459901 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.429416 0.852373 0.138716 0.635205 0.429538 1.094729 1.754697 1.511004 0.6578 0.6821 0.4061 nan nan
2459900 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.268221 1.337548 0.086210 0.591525 0.117733 2.093529 0.854346 0.496914 0.6017 0.6415 0.3511 nan nan
2459898 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.383202 1.088133 0.067707 0.582492 1.201078 2.054244 0.037207 1.034431 0.6550 0.6823 0.4115 nan nan
2459897 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.199479 0.872944 -0.015734 0.685892 0.865119 1.087468 0.082841 0.937449 0.6457 0.6722 0.4228 nan nan
2459896 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.452260 1.098686 0.174103 0.564772 2.004127 1.590390 0.806137 1.241511 0.6471 0.6745 0.4244 nan nan
2459895 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.234869 1.503353 0.201850 0.565310 0.898715 1.062573 0.643488 0.644763 0.7509 0.7591 0.2812 nan nan
2459894 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.121180 1.167734 -0.128714 0.628335 1.613765 1.717619 0.917337 0.319685 0.6536 0.6735 0.4110 nan nan
2459893 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.687316 1.429458 0.055780 0.623634 0.813898 1.845794 -0.191108 0.686389 0.6621 0.6840 0.4043 nan nan
2459892 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.481166 1.269692 0.132322 0.641054 1.383811 0.740068 0.182262 0.858391 0.6681 0.6932 0.3989 nan nan
2459891 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.343803 1.152834 -0.021565 0.713599 2.428285 2.692001 -0.184680 0.479432 0.6614 0.6857 0.4033 nan nan
2459890 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.247856 1.337895 0.161214 0.751351 1.132720 1.417707 2.713641 0.287143 0.6619 0.6819 0.4018 nan nan
2459889 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.267272 1.336925 -0.211491 0.614968 1.430945 0.977253 -0.419485 -0.038999 0.6707 0.6868 0.3973 nan nan
2459888 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.178534 1.185748 0.245560 0.701053 1.339473 2.454881 1.023255 0.822857 0.6862 0.7053 0.3907 nan nan
2459887 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.333628 1.099768 0.460568 0.564282 2.433322 2.053041 1.187979 0.700821 0.6694 0.6889 0.4023 nan nan
2459886 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.071807 0.861110 0.424840 0.058028 0.458786 11.294224 0.707355 0.604453 0.7447 0.7471 0.3327 nan nan
2459885 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.840348 1.352216 0.767916 1.594313 2.232361 0.714533 1.126493 0.840070 0.7077 0.7150 0.3678 nan nan
2459884 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.586718 0.998717 0.167201 0.534207 1.634260 1.996122 -0.121005 0.034718 0.6781 0.6857 0.3994 nan nan
2459883 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.865402 0.955558 1.416743 1.284010 1.768934 0.192827 -0.291096 2.197893 0.6664 0.6797 0.4078 nan nan
2459882 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.969458 2.497855 0.707738 2.478076 2.511173 2.067524 2.717830 0.814998 0.6687 0.6830 0.3984 nan nan
2459881 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.987781 0.970547 0.709484 2.259764 0.337337 1.309483 -0.799159 -0.859599 0.7165 0.7350 0.3370 nan nan
2459880 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.989842 1.507690 1.640641 1.854464 1.362319 0.518286 0.425852 0.375421 0.6715 0.6885 0.4051 nan nan
2459879 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.664220 0.728839 0.380874 0.784112 1.137322 0.839994 -0.346030 0.524062 0.6495 0.6755 0.4333 nan nan
2459878 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.365889 1.656241 2.169336 2.137774 2.881049 1.725750 0.661282 0.965529 0.6615 0.6864 0.4166 nan nan
2459876 digital_ok 100.00% 0.00% 0.00% 0.00% - - 1.017064 1.959712 1.155278 2.296189 4.324605 4.582682 8.900206 4.803593 0.6932 0.6860 0.3949 nan nan
2459875 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.565478 0.330710 1.254956 2.190522 1.861697 2.108310 -0.575008 -0.461392 0.7079 0.7096 0.3961 nan nan
2459874 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.627143 0.778659 0.172293 0.795977 1.015527 1.306833 -0.397279 -0.473668 0.6954 0.6759 0.3853 nan nan
2459873 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.738892 0.624838 0.096075 1.794735 1.519195 0.938291 -0.483053 -0.314237 0.6981 0.6769 0.3883 nan nan
2459872 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.962999 0.477812 -0.335063 1.662313 2.348528 3.196247 -0.534976 -0.810731 0.6929 0.6769 0.3944 nan nan
2459871 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.359060 0.359428 0.800240 1.728979 1.371101 1.208581 -0.191954 -0.678873 0.7031 0.6792 0.3873 nan nan
2459870 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.419675 0.785146 0.882696 1.374543 3.212717 0.692607 -0.044584 0.479352 0.7012 0.6870 0.3945 nan nan
2459869 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.514961 1.133417 0.987185 0.965158 2.953845 2.006821 0.885028 1.369042 0.7048 0.6986 0.3927 nan nan
2459868 digital_ok 0.00% 0.00% 0.00% 0.00% - - 1.459564 1.013365 0.645511 1.942672 1.453552 1.254466 -0.280633 -0.440638 0.6862 0.6772 0.4156 nan nan
2459867 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.411614 0.778665 0.082979 1.492707 2.162375 0.433265 -0.186545 -0.664010 0.7037 0.6854 0.4113 nan nan
2459866 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.681211 0.933119 0.423416 1.631405 2.374724 1.102544 0.491770 0.145684 0.7037 0.6874 0.4028 nan nan
2459865 digital_ok 100.00% 100.00% 100.00% 0.00% - - 312.240616 312.123834 inf inf 9226.235800 9289.369548 6466.646081 6664.051160 nan nan nan nan nan
2459864 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.127127 0.111385 0.604070 -0.945521 1.323114 0.878160 -0.612278 -0.122030 0.7039 0.6844 0.4223 nan nan
2459863 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.465482 0.859948 -1.067477 -0.332527 2.157762 0.963461 -0.142118 -0.208496 0.6977 0.6736 0.4109 nan nan
2459862 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.425008 0.555360 1.211662 -0.651272 2.297593 2.734061 -0.243196 -0.681106 0.6831 0.7035 0.4286 nan nan
2459861 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.471699 0.188859 -0.869086 -0.106059 1.747251 0.833464 0.677050 -0.152488 0.7063 0.6776 0.4346 nan nan
2459860 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.390425 0.270292 0.500957 -0.378229 2.331120 1.888801 -0.345092 -0.162713 0.7138 0.6818 0.4237 nan nan
2459859 digital_ok 0.00% 0.00% 0.00% 0.00% - - 0.402059 0.071989 -0.784347 -0.201575 1.496445 0.567763 -0.003042 0.195539 0.7214 0.6887 0.4137 nan nan
2459858 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.950634 5.785288 -0.688175 -0.106757 2.345662 1.669624 4.156878 0.165506 0.6765 0.6454 0.4056 3.090538 2.674973
2459857 digital_ok 100.00% 100.00% 100.00% 0.00% - - 15.480300 11.468764 3.332823 2.480472 5.463598 5.281327 6.258351 9.258039 0.0246 0.0230 0.0010 nan nan
2459856 digital_ok 0.00% 0.00% 0.00% 0.00% 3.43% 0.00% 0.735662 0.519174 0.244515 -0.072132 2.273272 1.023456 -0.610265 0.758315 0.7219 0.7094 0.4127 1.558700 1.459254
2459855 digital_ok 0.00% 0.00% 0.00% 0.00% 4.58% 0.00% 0.702623 0.522479 0.391122 -0.292966 2.385389 0.658346 -0.086479 0.148617 0.7045 0.7287 0.4439 1.568104 1.415315
2459854 digital_ok 0.00% 0.00% 0.00% 0.00% 8.93% 0.00% 0.373717 -0.177030 0.589289 -0.653318 1.966202 0.407740 -0.319995 -0.017210 0.7153 0.7438 0.4520 1.525630 1.387867
2459853 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.56% 0.672932 -0.055290 0.637187 -0.861816 1.462488 0.868705 0.939821 0.266464 0.7420 0.6987 0.4322 1.720238 1.525303
2459852 digital_ok 0.00% 0.00% 0.00% 0.00% 8.65% 2.16% 2.804368 0.099511 -0.041217 -0.815922 2.232816 0.452264 0.572080 0.231909 0.8231 0.8337 0.2530 2.994308 3.169087
2459851 digital_ok 0.00% 0.00% 0.00% 0.00% 11.76% 0.53% 1.110128 0.977636 0.459352 -0.735025 1.569866 1.829715 -0.568159 -0.409922 0.7557 0.7467 0.3570 1.462907 1.452551
2459850 digital_ok 0.00% 0.00% 0.00% 0.00% 18.02% 0.00% 0.535993 0.141372 0.625979 -0.715267 2.882253 1.060632 -0.641435 0.292744 0.7407 0.7612 0.3713 1.530816 1.388508
2459849 digital_ok 0.00% 0.00% 0.00% 0.00% 16.67% 0.00% 1.107768 0.431630 2.528287 -0.709898 3.438399 0.842090 -0.585734 0.418329 0.7374 0.7518 0.3769 1.524704 1.393801
2459848 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.405419 1.099091 -0.429053 0.851609 4.916090 1.442057 -0.093509 0.517547 0.7176 0.7517 0.4004 3.273630 3.147474
2459847 digital_ok 0.00% 0.00% 0.00% 0.00% 3.21% 0.53% 1.419579 1.134864 -0.768063 1.039339 -0.398543 0.951053 -0.265275 -0.653996 0.7295 0.6909 0.4383 1.553196 1.375275
2459846 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.421979 0.284789 -0.843718 0.467823 5.290601 2.424975 0.238694 0.196202 0.8350 0.6810 0.4955 3.646640 3.469256
2459845 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 2.350711 1.769240 0.918019 0.794503 3.708045 0.464286 0.568509 0.040045 0.7265 0.7464 0.3898 -0.000000 -0.000000
2459844 digital_ok 100.00% 100.00% 100.00% 0.00% - - 31.193234 21.359866 23.746052 19.770097 4.419338 9.105425 9.911426 13.528697 0.0237 0.0221 0.0011 nan nan
2459843 digital_ok 0.00% 0.66% 0.66% 0.00% 16.30% 0.54% 1.798346 1.299077 1.941395 0.334179 1.180271 1.322938 -0.717562 0.059013 0.7401 0.7506 0.3929 1.736824 1.668273
2459840 digital_ok 100.00% 100.00% 100.00% 0.00% - - 63.364609 43.732215 15.097443 12.420945 5.591395 10.238367 14.987285 19.358546 0.0212 0.0200 0.0011 nan nan
2459839 digital_ok 100.00% - - - - - 16.185127 10.933218 36.022929 30.166516 2.198461 3.098146 20.304239 25.141572 nan nan nan nan nan
2459838 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459836 digital_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0315 0.0325 0.0012 nan nan
2459835 digital_ok 0.00% 100.00% 100.00% 0.00% - - 0.770940 -0.501308 0.452759 1.048607 1.128945 1.186641 0.350287 1.760346 0.0312 0.0326 0.0011 nan nan
2459833 digital_ok 100.00% 100.00% 100.00% 0.00% - - 7.268483 4.951129 8.100656 6.032004 0.598366 3.499289 9.049926 9.902152 0.0240 0.0247 0.0014 nan nan
2459832 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.451882 0.440759 1.640359 0.481415 1.902845 0.431243 0.434365 -0.246724 0.8127 0.5393 0.5788 1.755691 1.673605
2459831 digital_ok 100.00% 100.00% 100.00% 0.00% - - 16.770867 11.179507 38.995028 32.968505 3.291103 3.586342 14.680715 18.217097 0.0217 0.0204 0.0011 nan nan
2459830 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 2.823811 0.508971 2.813860 1.015217 -0.478316 -0.359441 -0.404734 0.978218 0.8130 0.5571 0.5552 1.788937 1.471153
2459829 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.121926 1.678685 3.395589 0.889498 6.448648 1.880517 1.340321 3.022060 0.7614 0.6784 0.4059 16.884646 12.527787
2459828 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.725999 0.800343 0.991574 1.254019 0.481143 0.188995 0.306652 5.271475 0.8107 0.5589 0.5435 3.928716 3.958239
2459827 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.773040 0.998446 0.752244 0.933862 1.138058 0.341263 0.221993 0.391873 0.7625 0.6812 0.4098 1.744443 1.451002
2459826 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.919196 0.731884 0.332046 1.030114 -0.200937 0.012712 -0.538800 1.203613 0.8051 0.5652 0.5294 1.540953 1.095291
2459825 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.641329 0.517295 0.050980 0.899554 -1.104587 -0.798372 -0.587694 -0.645477 0.8060 0.5798 0.5216 2.435664 2.048121
2459824 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 0.506881 0.520192 0.039779 0.432235 0.730148 1.877708 -0.493325 -0.013008 0.7284 0.7475 0.3632 1.978673 1.967137
2459823 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.322386 0.468146 -0.014150 1.325904 0.006220 -0.818015 -0.110821 1.701625 0.7707 0.6586 0.4566 1.145444 1.149831
2459822 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.923386 0.603692 0.771584 1.394641 -0.544073 -0.048728 -0.513923 -0.498171 0.8026 0.5985 0.5142 2.008400 1.680546
2459821 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.927442 0.601883 0.903663 1.030409 0.002434 0.273569 -0.868955 -0.329530 0.7957 0.6067 0.5187 1.985305 1.709552
2459820 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.873824 1.175073 0.899729 1.019517 2.791665 2.554826 -0.620034 1.033217 0.7705 0.6938 0.4233 1.586750 1.439806
2459817 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.386875 0.186864 0.743964 0.921706 0.612392 0.870702 0.053573 0.292609 0.8019 0.6411 0.5092 1.870958 1.740115
2459816 digital_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459815 digital_ok 0.00% 0.00% 0.00% 0.00% 0.00% 0.00% 1.502299 0.311024 -0.055417 0.956659 0.228638 0.399638 -0.527083 1.119844 0.7980 0.6575 0.5156 1.650544 1.447447
2459814 digital_ok 0.00% - - - - - nan nan nan nan nan nan nan nan nan nan nan nan nan
2459813 digital_ok 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.235581 2.205855 0.635277 0.277433 6.086700 4.840369 0.488911 4.087753 0.7942 0.7401 0.3997 10.246985 8.584275

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 65: 2459927

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 5.720140 0.846154 0.825217 0.745429 0.351720 5.720140 -0.175418 1.087787 0.836820

Antenna 65: 2459926

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape 1.639118 1.639118 0.253170 0.695280 0.428415 1.333293 0.675253 0.887794 0.306274

Antenna 65: 2459925

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 3.731506 1.840577 1.116124 0.367598 0.868103 3.731506 2.163715 1.224208 1.099563

Antenna 65: 2459924

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.712610 0.669171 1.364475 0.530175 0.751432 1.191548 1.712610 1.116709 0.891483

Antenna 65: 2459923

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.283467 1.122285 0.308993 0.967926 0.203234 1.283467 1.194674 0.880395 0.207584

Antenna 65: 2459922

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.224077 0.594543 0.289698 0.550884 -0.202759 1.224077 0.934249 0.472531 0.591677

Antenna 65: 2459921

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 2.663047 0.003701 0.286958 -0.249955 0.884507 1.868908 2.212875 2.663047 1.211415

Antenna 65: 2459920

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 2.282725 0.140099 0.172203 0.729369 0.079161 1.453915 -0.050187 1.396807 2.282725

Antenna 65: 2459919

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 3.593810 0.311510 0.115169 0.284861 0.735402 0.305950 1.963953 3.593810 1.843763

Antenna 65: 2459918

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 1.944828 0.839921 0.525650 0.593699 0.183648 0.591209 0.052759 0.427866 1.944828

Antenna 65: 2459917

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 4.781333 0.592859 0.546306 0.864900 0.285727 3.163625 4.781333 2.532736 4.404884

Antenna 65: 2459916

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 1.352112 0.484848 0.848961 0.358138 0.640969 0.462770 1.315482 0.904829 1.352112

Antenna 65: 2459915

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 1.814796 -0.146877 0.060207 0.323132 0.703685 0.767114 1.042693 1.814796 0.691943

Antenna 65: 2459914

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.147283 0.298682 0.799012 0.135299 0.708272 0.271732 1.147283 0.866229 0.622349

Antenna 65: 2459913

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.746003 1.372932 0.576801 0.709025 0.001874 1.746003 0.334193 -0.246139 0.344003

Antenna 65: 2459912

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.437262 0.865829 0.227388 0.818404 -0.058896 1.437262 1.097112 0.149285 -0.076659

Antenna 65: 2459911

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.590988 1.063696 0.264227 0.681397 0.103378 1.590988 0.503678 -0.361258 0.186082

Antenna 65: 2459910

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.961963 1.111379 0.261196 0.614772 0.121835 1.961963 0.665081 0.119566 0.012374

Antenna 65: 2459909

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 1.546084 0.808216 0.031289 0.621602 0.091109 1.241859 0.767695 1.397131 1.546084

Antenna 65: 2459908

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 1.514399 0.318025 1.256902 0.149445 0.674227 0.815256 1.342618 1.135706 1.514399

Antenna 65: 2459907

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.069036 1.050371 0.339192 0.653953 0.083764 1.069036 0.752101 0.665295 0.683686

Antenna 65: 2459906

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.562723 0.933847 0.215023 0.576201 -0.008144 1.562723 0.267203 0.925397 0.157442

Antenna 65: 2459905

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 3.292394 1.071535 0.493719 0.577014 0.081144 2.938391 1.977475 1.019975 3.292394

Antenna 65: 2459904

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.309667 0.942548 0.377282 0.734075 0.116613 2.309667 0.877214 0.446512 0.018221

Antenna 65: 2459903

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 1.315566 0.998951 0.257645 0.676799 0.205461 1.044757 0.761043 1.315566 -0.016573

Antenna 65: 2459902

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 1.560293 0.284767 1.241460 0.190146 0.496009 0.716285 0.916792 1.560293 1.503202

Antenna 65: 2459901

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 1.754697 0.429416 0.852373 0.138716 0.635205 0.429538 1.094729 1.754697 1.511004

Antenna 65: 2459900

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.093529 0.268221 1.337548 0.086210 0.591525 0.117733 2.093529 0.854346 0.496914

Antenna 65: 2459898

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.054244 1.088133 0.383202 0.582492 0.067707 2.054244 1.201078 1.034431 0.037207

Antenna 65: 2459897

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.087468 0.872944 0.199479 0.685892 -0.015734 1.087468 0.865119 0.937449 0.082841

Antenna 65: 2459896

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.004127 1.098686 0.452260 0.564772 0.174103 1.590390 2.004127 1.241511 0.806137

Antenna 65: 2459895

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape 1.503353 0.234869 1.503353 0.201850 0.565310 0.898715 1.062573 0.643488 0.644763

Antenna 65: 2459894

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.717619 1.167734 0.121180 0.628335 -0.128714 1.717619 1.613765 0.319685 0.917337

Antenna 65: 2459893

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.845794 0.687316 1.429458 0.055780 0.623634 0.813898 1.845794 -0.191108 0.686389

Antenna 65: 2459892

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.383811 1.269692 0.481166 0.641054 0.132322 0.740068 1.383811 0.858391 0.182262

Antenna 65: 2459891

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.692001 0.343803 1.152834 -0.021565 0.713599 2.428285 2.692001 -0.184680 0.479432

Antenna 65: 2459890

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 2.713641 1.337895 0.247856 0.751351 0.161214 1.417707 1.132720 0.287143 2.713641

Antenna 65: 2459889

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.430945 0.267272 1.336925 -0.211491 0.614968 1.430945 0.977253 -0.419485 -0.038999

Antenna 65: 2459888

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.454881 1.185748 0.178534 0.701053 0.245560 2.454881 1.339473 0.822857 1.023255

Antenna 65: 2459887

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.433322 1.099768 0.333628 0.564282 0.460568 2.053041 2.433322 0.700821 1.187979

Antenna 65: 2459886

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 11.294224 1.071807 0.861110 0.424840 0.058028 0.458786 11.294224 0.707355 0.604453

Antenna 65: 2459885

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.232361 1.352216 0.840348 1.594313 0.767916 0.714533 2.232361 0.840070 1.126493

Antenna 65: 2459884

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.996122 0.998717 0.586718 0.534207 0.167201 1.996122 1.634260 0.034718 -0.121005

Antenna 65: 2459883

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 2.197893 0.955558 0.865402 1.284010 1.416743 0.192827 1.768934 2.197893 -0.291096

Antenna 65: 2459882

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 2.717830 2.497855 1.969458 2.478076 0.707738 2.067524 2.511173 0.814998 2.717830

Antenna 65: 2459881

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 2.259764 0.970547 0.987781 2.259764 0.709484 1.309483 0.337337 -0.859599 -0.799159

Antenna 65: 2459880

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.854464 1.507690 0.989842 1.854464 1.640641 0.518286 1.362319 0.375421 0.425852

Antenna 65: 2459879

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.137322 0.728839 0.664220 0.784112 0.380874 0.839994 1.137322 0.524062 -0.346030

Antenna 65: 2459878

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.881049 1.656241 1.365889 2.137774 2.169336 1.725750 2.881049 0.965529 0.661282

Antenna 65: 2459876

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Discontinuties 8.900206 1.017064 1.959712 1.155278 2.296189 4.324605 4.582682 8.900206 4.803593

Antenna 65: 2459875

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 2.190522 0.565478 0.330710 1.254956 2.190522 1.861697 2.108310 -0.575008 -0.461392

Antenna 65: 2459874

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.627143 1.627143 0.778659 0.172293 0.795977 1.015527 1.306833 -0.397279 -0.473668

Antenna 65: 2459873

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.794735 0.738892 0.624838 0.096075 1.794735 1.519195 0.938291 -0.483053 -0.314237

Antenna 65: 2459872

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 3.196247 0.477812 0.962999 1.662313 -0.335063 3.196247 2.348528 -0.810731 -0.534976

Antenna 65: 2459871

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.728979 0.359428 0.359060 1.728979 0.800240 1.208581 1.371101 -0.678873 -0.191954

Antenna 65: 2459870

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 3.212717 1.419675 0.785146 0.882696 1.374543 3.212717 0.692607 -0.044584 0.479352

Antenna 65: 2459869

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.953845 1.514961 1.133417 0.987185 0.965158 2.953845 2.006821 0.885028 1.369042

Antenna 65: 2459868

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Power 1.942672 1.459564 1.013365 0.645511 1.942672 1.453552 1.254466 -0.280633 -0.440638

Antenna 65: 2459867

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.162375 0.411614 0.778665 0.082979 1.492707 2.162375 0.433265 -0.186545 -0.664010

Antenna 65: 2459866

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.374724 0.933119 0.681211 1.631405 0.423416 1.102544 2.374724 0.145684 0.491770

Antenna 65: 2459865

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power inf 312.240616 312.123834 inf inf 9226.235800 9289.369548 6466.646081 6664.051160

Antenna 65: 2459864

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.323114 0.111385 0.127127 -0.945521 0.604070 0.878160 1.323114 -0.122030 -0.612278

Antenna 65: 2459863

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.157762 0.465482 0.859948 -1.067477 -0.332527 2.157762 0.963461 -0.142118 -0.208496

Antenna 65: 2459862

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 2.734061 0.425008 0.555360 1.211662 -0.651272 2.297593 2.734061 -0.243196 -0.681106

Antenna 65: 2459861

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.747251 0.188859 0.471699 -0.106059 -0.869086 0.833464 1.747251 -0.152488 0.677050

Antenna 65: 2459860

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.331120 0.390425 0.270292 0.500957 -0.378229 2.331120 1.888801 -0.345092 -0.162713

Antenna 65: 2459859

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.496445 0.402059 0.071989 -0.784347 -0.201575 1.496445 0.567763 -0.003042 0.195539

Antenna 65: 2459858

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 6.950634 5.785288 6.950634 -0.106757 -0.688175 1.669624 2.345662 0.165506 4.156878

Antenna 65: 2459857

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 15.480300 11.468764 15.480300 2.480472 3.332823 5.281327 5.463598 9.258039 6.258351

Antenna 65: 2459856

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.273272 0.735662 0.519174 0.244515 -0.072132 2.273272 1.023456 -0.610265 0.758315

Antenna 65: 2459855

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.385389 0.522479 0.702623 -0.292966 0.391122 0.658346 2.385389 0.148617 -0.086479

Antenna 65: 2459854

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.966202 -0.177030 0.373717 -0.653318 0.589289 0.407740 1.966202 -0.017210 -0.319995

Antenna 65: 2459853

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 1.462488 -0.055290 0.672932 -0.861816 0.637187 0.868705 1.462488 0.266464 0.939821

Antenna 65: 2459852

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 2.804368 2.804368 0.099511 -0.041217 -0.815922 2.232816 0.452264 0.572080 0.231909

Antenna 65: 2459851

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.829715 1.110128 0.977636 0.459352 -0.735025 1.569866 1.829715 -0.568159 -0.409922

Antenna 65: 2459850

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 2.882253 0.535993 0.141372 0.625979 -0.715267 2.882253 1.060632 -0.641435 0.292744

Antenna 65: 2459849

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 3.438399 1.107768 0.431630 2.528287 -0.709898 3.438399 0.842090 -0.585734 0.418329

Antenna 65: 2459848

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 4.916090 1.099091 1.405419 0.851609 -0.429053 1.442057 4.916090 0.517547 -0.093509

Antenna 65: 2459847

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.419579 1.134864 1.419579 1.039339 -0.768063 0.951053 -0.398543 -0.653996 -0.265275

Antenna 65: 2459846

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 5.290601 0.421979 0.284789 -0.843718 0.467823 5.290601 2.424975 0.238694 0.196202

Antenna 65: 2459845

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 3.708045 1.769240 2.350711 0.794503 0.918019 0.464286 3.708045 0.040045 0.568509

Antenna 65: 2459844

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 31.193234 31.193234 21.359866 23.746052 19.770097 4.419338 9.105425 9.911426 13.528697

Antenna 65: 2459843

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 1.941395 1.299077 1.798346 0.334179 1.941395 1.322938 1.180271 0.059013 -0.717562

Antenna 65: 2459840

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 63.364609 63.364609 43.732215 15.097443 12.420945 5.591395 10.238367 14.987285 19.358546

Antenna 65: 2459839

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 36.022929 10.933218 16.185127 30.166516 36.022929 3.098146 2.198461 25.141572 20.304239

Antenna 65: 2459838

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Shape nan nan nan inf inf nan nan nan nan

Antenna 65: 2459835

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 1.760346 -0.501308 0.770940 1.048607 0.452759 1.186641 1.128945 1.760346 0.350287

Antenna 65: 2459833

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 9.902152 4.951129 7.268483 6.032004 8.100656 3.499289 0.598366 9.902152 9.049926

Antenna 65: 2459832

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 2.451882 2.451882 0.440759 1.640359 0.481415 1.902845 0.431243 0.434365 -0.246724

Antenna 65: 2459831

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Power 38.995028 16.770867 11.179507 38.995028 32.968505 3.291103 3.586342 14.680715 18.217097

Antenna 65: 2459830

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 2.823811 2.823811 0.508971 2.813860 1.015217 -0.478316 -0.359441 -0.404734 0.978218

Antenna 65: 2459829

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Temporal Variability 6.448648 1.678685 3.121926 0.889498 3.395589 1.880517 6.448648 3.022060 1.340321

Antenna 65: 2459828

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 5.271475 0.800343 1.725999 1.254019 0.991574 0.188995 0.481143 5.271475 0.306652

Antenna 65: 2459827

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.773040 1.773040 0.998446 0.752244 0.933862 1.138058 0.341263 0.221993 0.391873

Antenna 65: 2459826

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.919196 0.731884 1.919196 1.030114 0.332046 0.012712 -0.200937 1.203613 -0.538800

Antenna 65: 2459825

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.641329 0.517295 1.641329 0.899554 0.050980 -0.798372 -1.104587 -0.645477 -0.587694

Antenna 65: 2459824

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Variability 1.877708 0.506881 0.520192 0.039779 0.432235 0.730148 1.877708 -0.493325 -0.013008

Antenna 65: 2459823

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok nn Temporal Discontinuties 1.701625 0.468146 1.322386 1.325904 -0.014150 -0.818015 0.006220 1.701625 -0.110821

Antenna 65: 2459822

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.923386 1.923386 0.603692 0.771584 1.394641 -0.544073 -0.048728 -0.513923 -0.498171

Antenna 65: 2459821

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
65 N03 digital_ok ee Shape 1.927442 0.601883 1.927442 1.030409 0.903663 0.273569 0.002434 -0.329530 -0.868955
In [ ]: